College of Computer Science and Mathematics

Defense of a PhD thesis in the College of Computer Science and Mathematics – Department of Computer Science

Titled: “Machine Learning for Corpus Based Speech Summarization”

“Learn the speech summarizing machine based on linguistic repertoire”

In continuation of the scientific research movement and the follow-up and presence of the Dean of the College of Computer Science and Mathematics, Prof. Dr. Duha Bashir Abdullah

Discussed in the discussion hall of the College of Computer Science and Mathematics at the University of Mosul on Tuesday 29-10-2024

Doctoral thesis of the student: Heba Idris Younis Al-Tamimi

Under the supervision of: Assoc. Prof. Yousra Faisal Mohammed

The thesis presented by the student dealt with modeling and building a sequential intelligent system that solves the problem of abstract summarization of speech related to the Arabic language through the use of a relatively modern method of learning, which is self-directed learning

The study aims to cover the research gap related to abstract summarization of speech related to the Arabic language by proposing a smart system for summarizing Arabic speech after converting it to text (CASTTS). The self-supervised learning model was adopted to solve the problem of data set deficiency and the transducer model containing the attention mechanism for both stages to solve the problem of long-term dependencies in the sequence of connected speech.

The discussion committee was chaired by: Prof. Dr. Ahmed Khurshid Mohammed

With the membership of: Prof. Dr. Lahib Mohamed Ibrahim

Prof. Fawzia Mahmoud Ramo

Prof. Dr. Beida Ibrahim Khalil

Assoc. Prof. Jamal Salah El-Din Majeed

Assoc. Prof. Yousra Faisal Mohammed / Member and Supervisor